Apply small validated changes to SKILL.md files iteratively.
npx skills add https://github.com/YoLaub/skills_stock --skill skill-optimizer-yolaub
Please help me install this Agent Skill. Skill: skill-optimizer Source: https://github.com/YoLaub/skills_stock/tree/main/.claude/skills/skill-optimizer Command: npx skills add https://github.com/YoLaub/skills_stock --skill skill-optimizer-yolaub
This Skill optimizes existing skills by applying small, controlled modifications to improve performance without altering the fundamental function.
Use the skill-optimizer skill to optimize the 'pdf' skill by applying changes based on feedback about its performance.
High-intent search queries and answers about installing and using this skill.
To iteratively optimize an existing skill, apply small, controlled modifications to SKILL.md. This approach improves performance incrementally while ensuring critical elements remain in protected zones unchanged.
Skill optimization uses a structured evaluation set to measure the impact of each iterative edit. These evaluation metrics validate that applied changes meet predefined criteria and improve performance.
Yes, skill optimization establishes protected zones to ensure critical elements of your SKILL.md remain unchanged. This allows safe optimization of auxiliary parts without breaking fundamental functionality.
Incremental edits to SKILL.md are applied based on user feedback and predefined criteria. The optimizer makes small, validated changes to refine performance rather than large, risky modifications.
No, skill optimization requires no external dependencies to modify SKILL.md files. It independently applies validated, iterative edits to improve existing skills using built-in evaluation sets.
Avoid iterative edits for skill performance improvement when a complete functional overhaul is needed. This optimization process targets incremental enhancements without altering the core functionality.
yu13130122297Identify uncertainties in research framing, datasets, metrics, and baselines.
TLOGBenEvolve SKILL.md files against a fixed 9-dimensional rubric.
notqueValidate Claude Code skill triggers, descriptions, outputs, and structure via provided scripts and HTML reports.
IldeeyRefresh existing web application designs through incremental HTML, CSS, and JavaScript improvements.
